annahdo / implementing_activation_steeringLinks
A collection of different ways to implement accessing and modifying internal model activations for LLMs
☆18Updated 8 months ago
Alternatives and similar repositories for implementing_activation_steering
Users that are interested in implementing_activation_steering are comparing it to the libraries listed below
Sorting:
- Steering vectors for transformer language models in Pytorch / Huggingface☆108Updated 4 months ago
- A library for efficient patching and automatic circuit discovery.☆67Updated 2 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆55Updated 7 months ago
- Improving Steering Vectors by Targeting Sparse Autoencoder Features☆20Updated 7 months ago
- Sparse Autoencoder Training Library☆52Updated last month
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…☆27Updated last year
- Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State☆18Updated last year
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆94Updated last year
- Experiments with representation engineering☆11Updated last year
- Algebraic value editing in pretrained language models☆65Updated last year
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆27Updated last year
- ☆28Updated last year
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆95Updated 2 weeks ago
- Measuring the situational awareness of language models☆35Updated last year
- ☆101Updated 3 weeks ago
- A small package implementing some useful wrapping around nnsight☆13Updated 3 weeks ago
- Code for the ICLR 2024 paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"☆70Updated last year
- Attribution-based Parameter Decomposition☆25Updated 2 weeks ago
- Redwood Research's transformer interpretability tools☆15Updated 3 years ago
- Sparse probing paper full code.☆58Updated last year
- ☆84Updated 2 months ago
- ☆44Updated last year
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆18Updated 5 months ago
- ☆29Updated 10 months ago
- ☆31Updated last year
- datasets from the paper "Towards Understanding Sycophancy in Language Models"☆81Updated last year
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆185Updated this week
- ☆65Updated last month
- Applying SAEs for fine-grained control☆18Updated 6 months ago
- Engine for collecting, uploading, and downloading model activations☆18Updated 2 months ago